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Availability of music-related metadata‣ parsed out only at the first time a URI showed up in the result list for the first time ‣ YouTube crawling restrictions‣ Remaining portion ‣ query video title against music related services via search engines ‣ Google/Yahoo! with site parameter www.last.fm/musicTPDL 2011 Music Video Redundancy and Half-Life in YouTube9/26/11 Matthias Prellwitz and Michael L. Nelson 21